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    In the Battle of Drake vs. Kendrick Lamar, AI Is Playing Spoiler

    A rap beef between hip-hop’s two dominant stars has left fans wondering whether new tracks are real or fakes.For the past month, an all-out brawl has consumed hip-hop, with some of the genre’s top artists trading barbs in rapidly released tracks. The dispute, which began in late March with a perceived dig at Drake by Future and Metro Boomin, has roped in J. Cole, Rick Ross and even the estate of Tupac Shakur.At issue: Who is the current holder of hip-hop’s crown — Drake or Kendrick Lamar — with a whole lot of rumors, personal attacks and inside jokes adding fuel to the fire.Rap battles aren’t new, but this time, fans are grappling with a very 2024 question: Which of the diss songs are real?When a diss track in a high-profile conflict gets released, the splintered rap media ecosystem — including magazines, blogs, Instagram pages, YouTube channels, podcasts and livestreams — often erupts immediately. Journalists spread the word, critics dissect every line, and fans rush to crown a winner, round by round. But when a Drake response called “Push Ups” appeared online, fans wondered whether it was made by him or was perhaps the work of generative artificial intelligence.They had reason to be skeptical. Last year, “Heart on My Sleeve,” a song impersonating Drake and the Weeknd, was posted by a musical creator called Ghostwriter, and in many ways served as a harbinger of the impact this technology may have on the industry.A track like “Heart on My Sleeve” requires a fair amount of musical know-how to produce. The beats and raps are typically generated by a musician, then put through an open-source deepfake filter to transform the vocals into a well-known artist’s. It is that last step, imitating another artist’s vocals, that has caused the most consternation.We are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More

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    Popcast (Deluxe): Taylor Swift’s ‘Tortured’ Era

    Subscribe to Popcast!Apple Podcasts | Spotify | Amazon Music | YouTubeThis week’s episode of Popcast (Deluxe), the weekly culture roundup show on YouTube hosted by Jon Caramanica and Joe Coscarelli, includes segments on:The new Taylor Swift album, “The Tortured Poets Department,” and Swift’s “imperial era”How the album addresses her rumored relationship with Matty Healy of the 1975A possible face-off between this album and Beyoncé’s “Cowboy Carter” at next year’s GrammysThe Tortured Poets Department” as a detailed recitation of Swift’s life over the past two yearsThe production choices of Jack Antonoff and Aaron DessnerHow the album alludes to the work of the 1975 and HealySwift’s resentfulness streakSongs of the week from Drake featuring A.I. versions of “Tupac” and “Snoop Dogg,” plus Mozzy and Odetari featuring Ayesha EroticaSnack of the weekConnect With Popcast. Become a part of the Popcast community: Join the show’s Facebook group and Discord channel. We want to hear from you! Tune in, and tell us what you think at popcast@nytimes.com. Follow our host, Jon Caramanica, on Twitter: @joncaramanica. More

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    It’s Drake vs. Everybody … Who’s Winning?

    Subscribe to Popcast!Apple Podcasts | Spotify | Amazon Music | YouTubeThis week’s episode of Popcast (Deluxe), the weekly culture roundup show on YouTube hosted by Jon Caramanica and Joe Coscarelli, includes segments on:The tensions brewing among hip-hop’s biggest stars, beginning with Kendrick Lamar’s sideways lyrics about Drake, which have led to a full-scale recalibration of genre alliancesDrake’s leaked response to LamarHow other artists like Future, the Weeknd and Rick Ross have jumped in the fray, all lining up against DrakeHow hip-hop’s recent squabbles are a life raft for late-career artistsWhether the “Big 3” — how people once referred to the grouping of top hip-hop stars Drake, Lamar and J. Cole — was ever really as stable as advertisedSongs of the week from Peso Pluma featuring Arcángel, Sky Ferreira and NLE ChoppaSnack of the weekConnect With Popcast. Become a part of the Popcast community: Join the show’s Facebook group and Discord channel. We want to hear from you! Tune in, and tell us what you think at popcast@nytimes.com. Follow our host, Jon Caramanica, on Twitter: @joncaramanica. More

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    J. Cole Apologizes for Kendrick Lamar Diss Track

    J. Cole also vowed to update the track, “7 Minute Drill,” or remove it from streaming services after it was featured on his new album, “Might Delete Later.”The rapper J. Cole apologized on Sunday for releasing a diss track about Kendrick Lamar, saying he felt “terrible” and vowing to update the song or remove it from streaming services.The apology followed an exchange of verses that began in October, when J. Cole and Drake ranked themselves, with Lamar, as the “big three” in hip-hop in the song “First Person Shooter.” In March, Lamar dismissed that comparison in a guest verse on the song “Like That” by Future and Metro Boomin, rapping that there was no big three, “it’s just big me.”In response, J. Cole on Friday released the diss track “7 Minute Drill” on his surprise new album, “Might Delete Later.” It includes the lines: “I got a phone call, they say that somebody dissing / You want some attention, it come with extensions / He still doing shows but fell off like ‘The Simpsons.’”Two days after the song was released, J. Cole apologized for it while onstage at his Dreamville Festival in Raleigh, N.C., according to videos posted on social media. During his headlining performance, he said that when he saw the response to the song after it came out, it didn’t “sit right with my spirit,” and that he was speaking about it at the concert to end the beef.He also called Lamar one of the “greatest” to ever use a microphone and said he hoped Lamar would forgive him.“The past two days felt terrible,” J. Cole said. “It let me know how good I’ve been sleeping for the past 10 years.”As of early afternoon on Monday, “7 Minute Drill” was still available on major streaming services.J. Cole released “Might Delete Later” on his Dreamville Records label, an imprint of Interscope Records, which is owned by Universal Music Group. Universal did not immediately respond to a request for comment.Lamar does not appear to have addressed the track or the apology publicly. Representatives for Lamar did not immediately respond to a request for comment.Drake seemed to respond to Lamar’s verse at a concert in Sunrise, Fla., in late March, according to Complex. He told the crowd that people had been asking him how he was feeling and that he had his “head up high,” and felt as if no one could mess with him.Lamar, Drake and J. Cole have worked together in the past and have individually received numerous awards for their music, including multiple Grammy Awards and nominations. In 2018, Lamar received the Pulitzer Prize in music for his album “DAMN.” More

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    Popcast (Deluxe): Listening to Beyoncé & Future (and the Discourse)

    Subscribe to Popcast!Apple Podcasts | Spotify | Amazon Music | YouTubeThis week’s episode of Popcast (Deluxe), the weekly culture roundup show on YouTube hosted by Jon Caramanica and Joe Coscarelli, includes segments on:Beyoncé’s new album, “Cowboy Carter,” and how it faces the genre battle head-on by playing with decades of country and rock signifiers, plus how the conversation about its specifics can obscure the conversation about its qualityThe new album by Future & Metro Boomin, “We Don’t Trust You,” which marks a return to form for Future and includes a verse from Kendrick Lamar (and some lyrics from the host) seemingly aimed at Drake, potentially reigniting a hip-hop cold warSongs of the week from Camila Cabello featuring Playboi Carti and Oliver Anthony MusicSnack of the weekConnect With Popcast. Become a part of the Popcast community: Join the show’s Facebook group and Discord channel. We want to hear from you! Tune in, and tell us what you think at popcast@nytimes.com. Follow our host, Jon Caramanica, on Twitter: @joncaramanica. More

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    Kamasi Washington’s Ecstatic Return, and 9 More New Songs

    Hear tracks by 4batz featuring Drake, Salt Cathedral, Swamp Dogg and others.Every Friday, pop critics for The New York Times weigh in on the week’s most notable new tracks. Listen to the Playlist on Spotify here (or find our profile: nytimes) and at Apple Music here, and sign up for The Amplifier, a twice-weekly guide to new and old songs.Kamasi Washington, ‘Prologue’“Prologue” is actually the final track on Kamasi Washington’s coming album, “Fearless Movement,” and it’s dense and bustling. Double time drumming, frenetic percussion and hyperactive keyboard counterpoint roil around a melody that rises resolutely over descending chords, while breakneck solos from Dontae Winslow on trumpet and Washington on saxophone exult in sheer agility and emotional peaks. JON PARELESShabazz Palaces and Lavarr the Starr, ‘Take Me to Your Leader’Shabazz Palaces — Ishmael Butler from Digable Planets — sets up a sci-fi scenario in “Take Me to Your Leader” from his album due March 29, “Exotic Birds of Prey.” He and a guest rapper, Lavarr the Starr, have to convince a powerful, mysterious queen that “our race deserves to survive.” Amid blipping electronics and slow-pulsing bass, with voices warped by echoes and effects, they set out a strategy of gifts, philosophizing, seduction and “a steady-bumping beat she can freak with.” PARELESSalt Cathedral, ‘Off the Walls’We are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More

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    Nicki Minaj and Drake Reunite, and 10 More New Songs

    Hear tracks by Tems, Idles, Adrianne Lenker and others.Every Friday, pop critics for The New York Times weigh in on the week’s most notable new tracks. Just want the music? Listen to the Playlist on Spotify here (or find our profile: nytimes). Like what you hear? Let us know at theplaylist@nytimes.com and sign up for our Louder newsletter, a once-a-week blast of our pop music coverage, and The Amplifier, a twice-weekly guide to new and old songs.Nicki Minaj featuring Drake, ‘Needle’Thirteen years ago, on her debut studio album “Pink Friday,” Nicki Minaj recruited her Young Money labelmate and fellow rising star Drake for the galvanizing hit “Moment 4 Life.” They join forces once again on “Needle,” a noticeably more laid-back and atmospheric track from Minaj’s long-teased “Pink Friday 2,” which demonstrates how both of these rappers — and the sound of rap music itself — have changed in the intervening years. Drake calls back to the island cadences of his “Views” era, lilting a somewhat strained metaphor: “You’re like a needle, life’s a haystack.” Minaj raps as if on cruise control, characteristically dexterous (“Poppin’ out like a cork/duckin’ ’em like Björk”) if zoologically confused; Nicki, it was a swan dress! LINDSAY ZOLADZTems, ‘Not an Angel’Afrobeats turns inward in the Nigerian songwriter Tems’s “Not an Angel” — an emphatic good-riddance song with lines like, “I was alone when I was with you,” “All you did was give me nothing” and “Right now it’s going nowhere but the graveyard.” Programmed percussion and a moody guitar lick carry her rising resentment and self-realization: “I’m not an angel — I’m just a girl that knows the truth,” she sings, moving into sync with the beat as she pulls away from her ex. JON PARELESWishy, ‘Spinning’Can a band be classified as shoegaze if its head is in the clouds? Such is the delightful paradox posed by Wishy, a promising new group from Indiana releasing its debut EP “Paradise” next Friday. Echoing the spirit of millennial dream-pop acts like the Pains of Being Pure at Heart and A Sunny Day in Glasgow, Wishy’s latest single “Spinning” layers textured guitar, a driving breakbeat and Nina Pitchkites’s airy vocals to create a sumptuous sound. “Spinning around on the kitchen floor,” she sings. “I don’t know what I’m dancing for.” Prepare to do the same. ZOLADZIdles, ‘Grace’The British band Idles generally play sinewy, irascible post-punk songs, but every so often the singer Joe Talbot confesses to vulnerability, as he does in “Grace.” It’s a secular prayer: “No God, no king/I said love is the thing,” Talbot sings. He both longs for and offers refuge and compassion; behind him, the band gnashes and clatters and eventually erupts, but his determined humility lingers. PARELESElephant Gym featuring Yile Lin, ‘Happy Prince’Elephant Gym, a bass-guitar-drums trio from Taiwan, plays a nimble, jazzy kind of math-rock, paced by the hopscotching bass lines of KT Chang and the guitar counterpoint of her brother Tell Chang. “Happy Prince” is loosely based on a children’s story by Oscar Wilde. With bright-eyed guest vocals by Yile Lin, from the band Freckles, “Happy Prince” breezes along, shifting meters and taking chromatic turns; every so often, it explodes. PARELESNnamdi, ‘Going Crazy’A snippet of children singing “We’re all going crazy” led the Chicago pop experimentalist Nnamdi to come up with “Going Crazy.” It appears at assorted speeds, over assorted chords and drum-machine beats, as he croons in falsetto about how “I been up working harder every night” and “I just want to have a little fun” — a workaholic’s jovial complaints. PARELESUsher and H.E.R., ‘Risk It All’It hardly gets more old-school than “Risk It All,” a duet from Usher and H.E.R. — from the soundtrack to “The Color Purple” — that’s happy to risk vocal close-ups: call-and-response, tag-teaming, overlapping, sharing. Little more than piano chords accompany the duo, who sound like they were singing to each other in real time throughout the song, though they couldn’t resist overdubbing some extra harmony vocals. Even so, there’s an unadorned, intimate physicality to the romantic sentiments. PARELESAdrianne Lenker, ‘Ruined’This sparse, movingly fragile song from the Big Thief frontwoman Adrianne Lenker is a dispatch from the most devastating kind of obsession: “Can’t get enough of you,” Lenker sings in a warbled falsetto. “You come around, I’m ruined.” Accompanied by just a haunting piano and eerie, echoing effects, Lenker’s plain-spoken vulnerability becomes, by the end of the song, a kind of strength. ZOLADZEliza McLamb, ‘16’Eliza McLamb, a songwriter who’s also a podcaster, revisits a period of severe teenage trauma — her mother’s mental illness, her own self-destructive compulsions — in “16”; it’s from her album due in January, “Going Through It.” Deep, sustained synthesizer tones accompany her breathy voice, offering the stability — or numbness — she longs for. PARELESKaren Vogt, ‘We Coalesce’Layers of wordless, echoey vocal loops, with hints of modal melody, are the makings of “We Coalesce,” one of the eerie, undulating pieces Karen Vogt recorded while mourning her cat. PARELESVijay Iyer Trio, ‘Prelude: Orison’If Vijay Iyer’s music was big for you this year, it was probably thanks to “Love in Exile,” the much-beloved album he released with Arooj Aftab and Shahzad Ismaily. Though cool-blooded and almost ambient, that LP was swept by an undercurrent of disquiet — a feeling the pianist embraces even further in his other working trio, with the bassist Linda Oh and the drummer Tyshawn Sorey. Their 2021 debut, “Uneasy,” was an itchy and stimulating affair inspired, as Iyer said ahead of its release, by the awareness “that this thing Americans love to call freedom is not what it appears to be.” Well, wait. Is there some paradox lurking here? How is instrumental music that sounds so elevated and indirect supposed to upend our most basic assumptions? To which another question might provide the response: Processing the news these days, have you felt angry, frustrated or helpless? If that resonates, this trio’s music would like to help you make some sense of that sensation — and maybe even sidestep it, pushing toward some kind of confrontation. (“Uneasy” includes “Combat Breathing,” a rhythmic call-to-action inspired by Black Lives Matter organizers.) The new, tempo-slurring “Prelude: Orison,” is languid, diaphanous, harmonically canted. Whenever it briefly resolves, it starts the cycle over again. It’s as if this band wants to both seduce you and discomfit you, stripping you of everything but the ability to think and see for yourself. GIOVANNI RUSSONELLO More

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    Best Songs of 2023

    Seventy-one tracks that asked big questions, found new kinship between genres and helped us see the good in Ken.Jon Pareles | Jon Caramanica | Lindsay ZoladzJon ParelesFumbling Toward EcstasyThe album may be imperiled; people have been saying so for decades, even though the form has resisted extinction. Meanwhile, songs flourish, whether or not they’re destined for albums, and are ever more flexible. Some maintain the pop conventions of verse-chorus-verse; others distill themselves down to TikTok-ready hooks or sprawl across digital time frames. Here are 30 of my favorite songs from 2023 — less a ranking than a playlist, a tribute to creative abundance.1. Allison Russell, ‘Eve Was Black’The tune could be a toe-tapping Appalachian hoedown. But the title’s blunt, irrefutable statement carries Allison Russell toward harsh thoughts about racism, slavery, exploitation, lynching and sin — and then to an unexpected coda.2. Peter Gabriel, ‘Road to Joy (Bright-Side Mix)’Like many Peter Gabriel songs, this one has a scenario. The narrator is waking from a coma into an overload of sensory experiences, getting “back in the world”; the music is a funk carnival that keeps adding euphoric layers.3. 100 gecs, ‘Dumbest Girl Alive’No band walks Spinal Tap’s “fine line between clever and stupid” like the duo 100 gecs. “Dumbest Girl Alive” has a primal stomp for a beat, an up-and-down guitar riff that whimsically hops around instruments, and filtered hyperpop vocals with 21st-century lines like “put emojis on my grave” — just the thing for an utterly knowing, utterly meta bash.4. Sampha, ‘Suspended’Sampha’s “Lahai” was brighter and more expansive than his previous LPs.Ayesha Kazim for The New York TimesSampha gathers ideas from R&B, classical Minimalism, twitchy hyperpop and more around the androgynous melancholy of his voice. He conjures a rapturous infatuation and the need it leaves behind in “Suspended,” three minutes of vertigo from his album “Lahai.”5. The Rolling Stones featuring Lady Gaga and Stevie Wonder, ‘Sweet Sounds of Heaven’The peak of the Rolling Stones’ resurgent album “Hackney Diamonds” is an all-star concoction that sounds like a raw studio jam. Mick Jagger extols the glories of music and the song climbs to a big, gospelly finish, with Jagger and Lady Gaga goading each other to belt more. When it winds up, they catch their breath but they don’t want to quit — and the song builds even higher.6. Yahritza y Su Esencia and Grupo Frontera, ‘Frágil’Two Mexican American groups — from Washington state and Texas — unite for “Frágil,” a cumbia complaint about a heartless partner. While the men in Grupo Frontera sound mildly apologetic, Yahritza Martinez sings as if her heart might burst at any moment.7. Baby Rose, ‘Stop the Bleeding’With her low, tremulous, gripping voice, Baby Rose sings about love as self-sabotage, trying to break free while an orchestra underlines her despair.8. Shakira, ‘BZRP Music Sessions #53’In one of Shakira’s canny 2023 collaborations — others were with Karol G and the regional Mexican band Fuerza Regida — she enlisted the hitmaking Argentine electro producer Bizarrap to take revenge on her ex, with pointed wordplay and an airborne hook denouncing “guys like you.”9. Killer Mike featuring Future, André 3000 and Eryn Allen Kane, ‘Scientists & Engineers’In a track that roves from electro to guitar ballad to bursts of gospel, Killer Mike convenes fellow Atlanta rappers — the prolific Future and the elusive André 3000 — to address art, ambition, luxury, tenacity and paying dues, culminating in a marathon verse from Killer Mike himself.10. Brittany Howard, ‘What Now’Choppy, distorted, splintered hard funk pulses around Brittany Howard as she sorts through all the conflicting impulses of a breakup: taking blame and lashing out, feeling regret and relief, wanting to stay and knowing she needs to go.11. Jorja Smith, ‘Try Me’Jorja Smith used vocal nuance instead of volume to stir things up on her second studio album.Jose Sena Goulao/EPA, via ShutterstockA wounded, defensive Jorja Smith confronts someone who had put her down, in a track that evolves from pinging, percussive defiance to orchestral contemplation.12. Caroline Polachek, ‘Dang’One percussive syllable — “dang” — inspires an entire brittle production apparatus around Caroline Polachek’s deadpan voice. She sings about irreversible events, like shipwrecks and spilled milk, amid plinks, clangs, crashes, swooping strings and sampled screams, nonchalant amid the non sequiturs.13. aespa, ‘Better Things’Cowbells, handclaps and piano chords drive “Better Things,” a K-pop kiss-off with ingeniously cascading vocal harmonies and absolutely no regrets.14. Janelle Monáe featuring Doechii, ‘Phenomenal’Janelle Monáe’s 2023 album, “The Age of Pleasure,” exults in carnality while segueing through R&B, jazz and Caribbean styles. “Phenomenal” is a raunchy acclamation of lust and self-love, rapped and sung over springy, changeable Latin jazz grooves.15. Noname, ‘Namesake’Noname reels off brisk, matter-of-fact rhymes over a jazzy bass line as she strives to reconcile her personal comfort with all the world’s problems. She worries about complacency, complicity and hypocrisy; she doesn’t spare herself.16. Irreversible Entanglements, ‘Root Branch’Irreversible Entanglements is a fiercely riffing jazz band fronted by the low-voiced spoken-word poet Moor Mother. “We can be free — let’s fly,” she intones over the six-beat vamp of “Root Branch,” demanding something basic and essential.17. Jaimie Branch, ‘Take Over the World’The trumpeter and bandleader Jaimie Branch sets up a pummeling beat behind an environmental battle chant in “Take Over the World,” veers into a swirl of psychedelia, then whoops it up even harder.18. Dolly Parton, ‘World on Fire’Dolly Parton, of all people, delivers a full-fledged power ballad and stadium stomp to consider the dire state of the world. She counsels love, healing and kindness, but at the end she’s still wondering: “Whatcha gonna do when it all burns down?”19. Kylie Minogue, ‘Padam Padam’Kylie Minogue’s “Padam Padam” had a moment — during Pride celebrations and beyond — in 2023.Maggie Shannon for The New York TimesFor Kylie Minogue, “Padam Padam” is the sound of a heartbeat during a mutual flirtation at a club. The beat — a TikTok favorite — is a cheerful club thump, and a hint of Bollywood perks up the melody for three minutes of computerized bliss20. L’Rain, ‘I Killed Your Dog’L’Rain — the songwriter and performer Taja Cheek — ponders vengeful, destructive impulses in a near-lullaby that wanders through a chromatic chord progression, building ambivalence into the harmonies.21. Jamila Woods featuring duendita, ‘Tiny Garden’Jamila Woods sings about love as an accumulation of small connections and growing trust, a work in progress: “It’s not butterflies or fireworks.” The arc of the music, from isolated percussion and keyboards to multilayered, gospel-tinged vocals, radiates optimism.22. Olivia Dean featuring Leon Bridges, ‘The Hardest Part’With vintage soul chords and modern electronic subtleties, the English songwriter Olivia Dean and her American duet partner, Leon Bridges, sing about growing apart and moving on, grappling with second thoughts.23. Nkosazana Daughter, Master KG and Lowsheen featuring Murumba, ‘Ring Ring Ring’In an amapiano track full of echoey, lonely spaces, the South African singer Nkosazana Daughter and guests lament the uncertainty and sorrow of an unanswered phone call.24. Margo Price, ‘Lydia’Margo Price turned her lens outward to characters other than herself on her album “Strays.”Sara Messinger for The New York TimesIn this unblinking character study, a woman named Lydia, with “an ex-husband and a midlife crisis,” smokes a cigarette outside a clinic, thinking back through a life of hard luck and rough decisions and trying to decide whether to end her pregnancy. Margo Price sets the story to simple guitar chords and an understated string arrangement, pondering the choices.25. Mitski, ‘Bug Like an Angel’A squashed bug on the bottom of a cocktail glass leads Mitski to fragmentary epiphanies about addiction, trust and sex, with a choir bursting in to affirm each cryptic insight.26. Margaret Glaspy, ‘Memories’Over a waltz of simple guitar chords, Margaret Glaspy blurts out unvarnished grief in a torn voice, bereft yet struggling to go on.27. The Smile, ‘Bending Hectic’A guitar meditation melts into an ecstatic death wish during the eight minutes of “Bending Hectic.” Thom Yorke sings about driving along a curvy Italian mountain road with a sheer drop, and “letting go of the wheel”; Jonny Greenwood’s string arrangement envisions the plunge, and then electric guitars careen to a finish.28. Lankum, ‘Go Dig My Grave’The Irish band Lankum connects the fatalistic, death-haunted side of Celtic tradition to something like black metal in this nine-minute dirge about dying for love. It’s an inexorable crescendo from a solo a cappella vocal to a tolling, clanging drone topped by a howling fiddle, haunted and bleak.29. Caroline Rose, ‘Love/Lover/Friend’In a flurry of plucked and orchestral strings, Caroline Rose affirms her love by ruling out other possibilities, then basks in wordless choral ecstasy.30. André 3000, ‘That Night in Hawaii When I Turned Into a Panther and Started Making These Low Register Purring Tones That I Couldn’t Control … Sh¥t Was Wild’In a 10-minute instrumental for muffled drums, percussion and prowling parallel flute lines, André 3000 maintains an aura of calm vigilance, contemplative but still on edge.Jon CaramanicaAnything GoesIt was a year in which the best pop music truly made it up as it went along. Off-the-cuff collaborations? Sure. Songs by fictional characters? Why not. A guy filmed singing in a field by a West Virginia public radio outlet? Absolutely. Microscene classics that clock in at 75 seconds and might be forgotten tomorrow? Always. (In the interest of avoiding redundancy, I’ve only included songs that aren’t on albums that made my best of the year list.)1. Central Cee & Dave, ‘Sprinter’This British rap tag team is about improbable wealth, bounteous opportunities, living so fast that what’s slipping by is almost as good as what you manage to grab hold of. As celebrations go, this is a controlled, pensive one — a relaxed ramble for the moments when the money’s so new, it sparkles.2. Jocelyn (Lily-Rose Depp), ‘World Class Sinner/I’m a Freak’A paean to emotional vacancy sung with emotional vacancy from a television show rife with emotional vacancy ends up … positively glistening. A cause for surrender.3. Oliver Anthony Music, ‘Rich Men North of Richmond’A great song, sure. More than that, though, a sense of great exasperation. The quick and strong embrace of this song suggests an ocean of frustration that pop music leaves largely untapped and unvoiced, and a grass-roots resistance that it has almost no hope of replicating.4. Mustafa, ‘Name of God’Few artists conjure a richness of sorrow the way the Canadian folk singer Mustafa does. Here, his singing is beautiful and a little distant, as if flinching ever so slightly from a pain that will never be anything but raw.5. PinkPantheress featuring Ice Spice, ‘Boy’s a Liar Pt. 2’PinkPantheress took her songs from her bedroom to bigger stages after a viral hit.Adama Jalloh for The New York TimesA glimpse at how pop might — should? — sound in the coming few years. Two stars of the internet of 12 to 24 months ago who found themselves at the vanguards of their respective scenes come together for a collaboration in which neither has to concede an inch.6. Jelly Roll with Lainey Wilson, ‘Save Me’What makes Jelly Roll so effective is the way the intensity of his howl only amplifies the potency of his scars. It’s perhaps most pointed on this duet with Lainey Wilson, whose crisp and clear tone initially seems like an antidote, but is quickly revealed as equally bruised.7. That Mexican OT featuring Paul Wall and Drodi, ‘Johnny Dang’An effortless blend of Texas rap generations, fusing the tongue-twisting with the slow-rolling.8. Cody Johnson, ‘The Painter’When someone is effusive, it might not mean as much when they gush. But when a stoic drops his guard, it can feel seismic.9. Ken (Ryan Gosling), ‘I’m Just Ken’When this stridently sad song from the “Barbie” movie hits its apogee, it’s channeling Dashboard Confessional, Meat Loaf, the Phantom (of the Opera) and maybe even Scott Stapp. Slash plays guitar, salting the melodrama hard.10. Gunna, ‘Fukumean’The Atlanta rapper Gunna quickly returned to work after accepting a plea deal in a wide-sweeping ongoing case.Craig Barritt/Getty Images For GunnaA year ago, Gunna accepted a plea deal that untethered him from the RICO trial that has ensnared his mentor, Young Thug. Relatively quickly, he returned to his familiar slippery garble with a hit so ubiquitous it felt like a memory of how things once were.11. YoungBoy Never Broke Again, ‘Dirty Thug’The best of another slew of lonely anthems from the most important and least publicly visible hip-hop star of the past few years.12. Kylie Minogue, ‘Padam Padam’A cool blast of not-quite-exuberance, this club-pop anthem is a continuation of Kylie Minogue’s sometime-diva legacy, a relentless queer anthem, a cheeky flirtation and a thump that just won’t quit.13. Doja Cat, ‘Agora Hills’It has been 11 and a half years since Kitty Pryde released “Okay Cupid,” plenty of time for a re-embrace.14. Chino Pacas, ‘El Gordo Trae el Mando’A meaty, beatifically meandering boast by one of the rising stars of corridos tumbados.15. Lil Uzi Vert, ‘Just Wanna Rock’Grandfathered in from late 2022, this song broke TikTok, broke dancing, broke the Grammys and maybe even broke hip-hop.And 10 More:Corpse, “Disdain”Miley Cyrus, “Used to be Young”Emilia, “GTA.mp3”evvls, “Belikeme?”Jack Harlow, “Lovin on Me”Sam Hunt, “Walmart”Byron Messia, “Talibans”Militarie Gun, “Very High”Nettspend, “Shine N Peace”Odetari, “Good Loyal Thots”Lindsay ZoladzBeautiful DisastersSo many of my favorite tracks of the year flipped scripts, turned tables and reimagined weaknesses as strengths. By no means a complete list of the songs I enjoyed the past 12 months, these are 20 I couldn’t stop listening to — most of them reminders of music’s ability to turn mess into meaning, anxiety into energy and heartache into a great song.1. Olivia Rodrigo, ‘Vampire’Olivia Rodrigo confronts a new class of villain on “Vampire,” the incisive first single that heralded her second album, “Guts,” but she also proves she has learned new ways to slay. “Vampire” is wrenching and formally restless, at first masquerading as a piano ballad, only to ramp up into a miniature rock opera complete with a showstopping high note worthy of a tragic heroine. But don’t cry for Rodrigo — she doesn’t need protection. Her words, her observations and her stylistic flair all have plenty of bite.2. PinkPantheress featuring Ice Spice, ‘Boy’s a Liar Pt. 2’In a previous millennium, two of pop’s main young girlies joined forces to each assert that “The Boy Is Mine,” but PinkPantheress (b. 2001) and Ice Spice (b. 2000) were not alive when that song was released. On their bubbly and utterly infectious collaboration, they sidestep any hint of rivalry and turn against the guy, deciding he’s not worth the drama. “What’s the point of crying?” they shrug blithely. “It was never even love.”3. Lana Del Rey, ‘A&W’The year’s best song about telling an ex-boyfriend’s mom that her son is a disaster (runner-up: Rodrigo’s “Get Him Back!”), the sprawling, portentous seven-minute “A&W” is an unfiltered look into Lana Del Rey’s stream of consciousness: misremembered movie titles, sexually frank admissions, inside jokes about Californian geography (“I say I live in Rosemead, really, I’m at the Ramada”) and all manner of other oddly juxtaposed American flotsam. “Maybe,” she reasons with a weary sigh, arriving at some self-knowledge, “I’m just kinda like this.”4. boygenius, ‘Not Strong Enough’Everyone’s favorite musical besties — Julien Baker, Phoebe Bridgers and Lucy Dacus — riff on pop clichés and gender roles in this highlight from their breakout year, succinctly summing up their individual songwriting personalities and demonstrating the magic that happens when they combine their powers.5. Romy, ‘Enjoy Your Life’Romy Madley Croft was the final member of the xx to release a solo album.Charlotte Hadden for The New York TimesThe xx’s Romy Madley Croft finds a solution for anxiety and self-doubt on this thumping, compassionate club banger: What if she looked at her life through the eyes of a benevolent mother? A luminous sample from the synth pioneer Beverly Glenn-Copeland — “my mother says to me, enjoy your life” — guides the way.6. Mitski, ‘My Love Mine All Mine’TikTok’s reluctant darling Mitski has released her share of songs that sound destined for pop crossover — last year’s sleek, synthy “Laurel Hell” was full of them — but, unexpectedly, she became a fixture on this year’s Hot 100 for the first time ever with this slow, moony ballad that sounds unlike anything else on the charts. Oblique, poetic and sumptuously sung, it’s a welcome moment of Zen.7. Zach Bryan featuring Kacey Musgraves, ‘I Remember Everything’An old-fashioned he-said/she-said country duet cut through with a chill of bleak finality. Zach Bryan and Kacey Musgraves are both at their emotive best on this bruised-hearted crossover hit.8. Doja Cat, ‘Agora Hills’An arsenic-laced confection that shows off Doja Cat’s multiple personalities — a romantic and an ironist, an angel and a devil, a singer fluent in dreamy hooks and a rapper with razor-sharp teeth.9. Jess Williamson, ‘Hunter’The indie singer-songwriter Jess Williamson chronicles both the promise and fatigue of looking for love in this bittersweet, poetically rendered reflection, her twangy voice brimming with a weary hope.10. Olivia Rodrigo, ‘Bad Idea, Right?’Olivia Rodrigo sings about mistakes in serious and humorous ways on her second album, “Guts.”Chantal Anderson for The New York TimesWith the possession of a driver’s license comes the ability to drive to an ex’s house in the middle of the night for an ill-advised hookup. That’s the trade-off. At least such circumstances gave us one of Rodrigo’s spunkiest, funniest and most irresistible singles yet.11. Palehound, ‘Independence Day’El Kempner has a keen eye for tragicomic detail on this ramshackle rocker about regret, denial and long-simmering incompatibility that results in a July 4 breakup. “I’m living life like writing my first draft,” they sing. Aren’t we all.12. Water From Your Eyes, ‘Barley’All year I have been describing this zany, looping song from the Brooklyn art-rockers Water From Your Eyes as “what it would sound like if Sonic Youth had made an appearance on ‘Sesame Street,’” and I’m not going to stop now.13. Noname, ‘Namesake’The Chicago rapper Noname says the quiet part loud — and oh so dexterously — on this refreshingly honest track, an incisive examination of pop-cultural ethics unafraid to name names, including (in addition to Beyoncé, Rihanna and Kendrick Lamar) her own.14. Wednesday, ‘Chosen to Deserve’In her cracked wail, the Southern rock band Wednesday’s Karly Hartzman — “the girl that you’ve chosen to deserve” — paints an achingly vivid portrait of suburban boredom and young adult malaise, finding just the right surface details to express something deep: “I was out late, sneaking into the neighborhood pool,” she sings. “Then I woke up early and taught at the Sunday school.”15. Mandy, Indiana, ‘Pinking Shears’Comment dit-on “hypnotic, endlessly loopable industrial banger”?16. Jenn Champion, ‘Jessica’There’s no right or wrong way to grieve, Jenn Champion reminds us on this icy, arresting piano ballad, as she rages against a friend’s overdose in lacerating detail.17. Jamila Woods featuring duendita, ‘Tiny Garden’Jamila Woods’s album “Water Made Us” achieves the musician’s greatest synthesis yet between her voices as a poet and as a songwriter.Bennett Raglin/Getty Images For Slow FactoryA warm, wise ode to incremental progress and tiny, beautiful things from R&B’s resident poet laureate.18. Yo La Tengo, ‘Fallout’Still knitting aural autumn sweaters, after all these years.19. Sufjan Stevens, ‘So You Are Tired’What state is he on now? Alaska? Disrepair? Grace? Regardless, this song is a quiet doozy that watches a long-term love unravel in slow motion like a spool of ribbon underwater.20. Drake featuring Sexyy Red and SZA, ‘Rich Baby Daddy’Exhibit Z that Drake is at his best not when he tsk-tsks grown women, but when he risks being outshone by inviting them on the track. More